{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "f3960f68-e0ee-4cc5-8cb1-0027a7afffdb",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import os"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "bdcbf6fd-c9e4-4bea-b224-31177d8a663f",
   "metadata": {},
   "outputs": [],
   "source": [
    "df = pd.read_csv(os.path.join('data', os.listdir('data')[0]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "5cf61992-bfd7-4c0c-ba2e-d771ff22ba81",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "2021-11-02 09:55:00 94.39 1\n",
      "2021-11-02 10:00:00 95.2 2\n",
      "2021-11-02 10:05:00 95.7 3\n",
      "2021-11-02 10:10:00 95.42 4\n",
      "2021-11-02 10:15:00 95.2 0\n",
      "2021-11-02 10:20:00 95.52 1\n",
      "2021-11-02 10:25:00 95.99 2\n",
      "2021-11-02 10:30:00 95.5 0\n",
      "2021-11-02 10:35:00 95.49 -1\n",
      "2021-11-02 10:40:00 95.74 0\n",
      "2021-11-02 10:45:00 95.33 -1\n",
      "2021-11-02 10:50:00 95.36 -2\n",
      "2021-11-02 10:55:00 95.16 -3\n",
      "2021-11-02 11:00:00 95.29 -4\n",
      "2021-11-02 11:05:00 95.13 -5\n",
      "2021-11-02 11:10:00 95.48 0\n",
      "2021-11-02 11:15:00 95.4 1\n",
      "2021-11-02 11:20:00 95.32 0\n",
      "2021-11-02 11:25:00 95.17 -1\n",
      "2021-11-02 11:30:00 95.67 0\n",
      "2021-11-02 13:05:00 95.71 1\n",
      "2021-11-02 13:10:00 94.85 0\n",
      "2021-11-02 13:15:00 94.63 -1\n",
      "2021-11-02 13:20:00 94.08 -2\n",
      "2021-11-02 13:25:00 94.26 -3\n",
      "2021-11-02 13:30:00 93.83 -4\n",
      "2021-11-02 13:35:00 93.67 -5\n",
      "2021-11-02 13:40:00 94.42 0\n",
      "2021-11-02 13:45:00 94.48 1\n",
      "2021-11-02 13:50:00 93.61 0\n",
      "2021-11-02 13:55:00 93.8 -1\n",
      "2021-11-02 14:00:00 93.35 -2\n",
      "2021-11-02 14:05:00 93.36 -3\n",
      "2021-11-02 14:10:00 93.49 0\n",
      "2021-11-02 14:15:00 93.28 -1\n",
      "2021-11-02 14:20:00 93.45 -2\n",
      "2021-11-02 14:25:00 93.25 -3\n",
      "2021-11-02 14:30:00 93.07 -4\n",
      "2021-11-02 14:35:00 93.35 0\n",
      "2021-11-02 14:40:00 93.0 -1\n",
      "2021-11-02 14:45:00 93.15 -2\n",
      "2021-11-02 14:50:00 92.6 -3\n",
      "2021-11-02 14:55:00 92.49 -4\n",
      "2021-11-02 15:00:00 93.38 0\n",
      "2021-11-03 09:35:00 93.13 1\n",
      "2021-11-03 09:40:00 92.93 0\n",
      "2021-11-03 09:45:00 92.42 -1\n",
      "2021-11-03 09:50:00 92.93 0\n",
      "2021-11-03 09:55:00 93.27 1\n",
      "2021-11-03 10:00:00 92.76 0\n",
      "2021-11-03 10:05:00 92.53 -1\n",
      "2021-11-03 10:10:00 92.2 -2\n",
      "2021-11-03 10:15:00 91.76 -3\n",
      "2021-11-03 10:20:00 91.47 -4\n",
      "2021-11-03 10:25:00 91.88 0\n",
      "2021-11-03 10:30:00 91.38 -1\n",
      "2021-11-03 10:35:00 90.79 -2\n",
      "2021-11-03 10:40:00 90.55 -3\n",
      "2021-11-03 10:45:00 90.81 0\n",
      "2021-11-03 10:50:00 90.67 1\n",
      "2021-11-03 10:55:00 90.7 0\n",
      "2021-11-03 11:00:00 90.97 1\n",
      "2021-11-03 11:05:00 90.39 0\n",
      "2021-11-03 11:10:00 90.37 -1\n",
      "2021-11-03 11:15:00 90.7 0\n",
      "2021-11-03 11:20:00 90.7 1\n",
      "2021-11-03 11:25:00 90.91 2\n",
      "2021-11-03 11:30:00 90.72 3\n",
      "2021-11-03 13:05:00 90.3 0\n",
      "2021-11-03 13:10:00 89.84 -1\n",
      "2021-11-03 13:15:00 89.98 -2\n",
      "2021-11-03 13:20:00 89.87 0\n",
      "2021-11-03 13:25:00 89.71 -1\n",
      "2021-11-03 13:30:00 89.51 -2\n",
      "2021-11-03 13:35:00 89.87 0\n",
      "2021-11-03 13:40:00 89.6 1\n",
      "2021-11-03 13:45:00 89.3 0\n",
      "2021-11-03 13:50:00 89.02 -1\n",
      "2021-11-03 13:55:00 89.28 -2\n",
      "2021-11-03 14:00:00 89.05 0\n",
      "2021-11-03 14:05:00 89.21 -1\n",
      "2021-11-03 14:10:00 89.56 0\n",
      "2021-11-03 14:15:00 89.64 1\n",
      "2021-11-03 14:20:00 89.81 2\n",
      "2021-11-03 14:25:00 89.6 0\n",
      "2021-11-03 14:30:00 89.47 -1\n",
      "2021-11-03 14:35:00 89.4 -2\n",
      "2021-11-03 14:40:00 89.5 0\n",
      "2021-11-03 14:45:00 89.84 1\n",
      "2021-11-03 14:50:00 89.98 2\n",
      "2021-11-03 14:55:00 90.07 3\n",
      "2021-11-03 15:00:00 90.08 4\n",
      "2021-11-04 09:35:00 92.84 5\n",
      "2021-11-04 09:40:00 92.7 6\n",
      "2021-11-04 09:45:00 92.63 0\n",
      "2021-11-04 09:50:00 92.3 -1\n",
      "2021-11-04 09:55:00 93.09 0\n",
      "2021-11-04 10:00:00 93.39 1\n",
      "2021-11-04 10:05:00 93.22 2\n",
      "2021-11-04 10:10:00 93.67 3\n",
      "2021-11-04 10:15:00 93.33 4\n",
      "2021-11-04 10:20:00 93.69 5\n",
      "2021-11-04 10:25:00 92.9 0\n",
      "2021-11-04 10:30:00 93.21 -1\n",
      "2021-11-04 10:35:00 93.6 0\n",
      "2021-11-04 10:40:00 93.64 1\n",
      "2021-11-04 10:45:00 93.74 2\n",
      "2021-11-04 10:50:00 93.27 0\n",
      "2021-11-04 10:55:00 93.47 -1\n",
      "2021-11-04 11:00:00 93.7 0\n",
      "2021-11-04 11:05:00 93.47 0\n",
      "2021-11-04 11:10:00 93.35 -1\n",
      "2021-11-04 11:15:00 93.0 -2\n",
      "2021-11-04 11:20:00 93.16 -3\n",
      "2021-11-04 11:25:00 93.21 0\n",
      "2021-11-04 11:30:00 93.69 1\n",
      "2021-11-04 13:05:00 93.41 2\n",
      "2021-11-04 13:10:00 93.09 0\n",
      "2021-11-04 13:15:00 92.36 -1\n",
      "2021-11-04 13:20:00 92.24 -2\n",
      "2021-11-04 13:25:00 92.22 -3\n",
      "2021-11-04 13:30:00 91.86 -4\n",
      "2021-11-04 13:35:00 91.7 -5\n",
      "2021-11-04 13:40:00 91.82 -6\n",
      "2021-11-04 13:45:00 91.78 0\n",
      "2021-11-04 13:50:00 91.81 -1\n",
      "2021-11-04 13:55:00 91.77 -2\n",
      "2021-11-04 14:00:00 91.87 0\n",
      "2021-11-04 14:05:00 91.74 -1\n",
      "2021-11-04 14:10:00 91.89 0\n",
      "2021-11-04 14:15:00 91.18 -1\n",
      "2021-11-04 14:20:00 91.18 -2\n",
      "2021-11-04 14:25:00 90.48 -3\n",
      "2021-11-04 14:30:00 90.77 -4\n",
      "2021-11-04 14:35:00 90.59 0\n",
      "2021-11-04 14:40:00 90.92 1\n",
      "2021-11-04 14:45:00 90.67 2\n",
      "2021-11-04 14:50:00 90.56 0\n",
      "2021-11-04 14:55:00 90.56 -1\n",
      "2021-11-04 15:00:00 90.41 -2\n"
     ]
    }
   ],
   "source": [
    "t = 0\n",
    "for index, row in df.iterrows():\n",
    "    if index > 2:\n",
    "        if t >= 0 and row.close > df.loc[index - 2, 'close']:\n",
    "            t += 1\n",
    "        elif t <= 0 and row.close < df.loc[index - 2, 'close']:\n",
    "            t -= 1\n",
    "        else:\n",
    "            t = 0\n",
    "    print(row.date, row.close, t)\n",
    "# df.close.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "983f530f-6f28-4bc8-b6b4-4290608f0737",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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